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DeepSeek Prover V2 by DeepSeek — Pricing, Benchmarks & Real Outputs

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Updated Apr 30, 2025
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Best for:Frontend DevelopmentCreative CodingGame DevelopmentInteractive UI

DeepSeek Prover V2 performance data on Rival is based on blind head-to-head community voting. Overall win rate: 33.3% across 21 duels. All vote data is part of Rival's open dataset of 21,000+ human preference judgments across 200+ AI models. Model responses are curated from 6 challenges.

DeepSeek Prover V2

DeepSeek Prover V2

DeepSeek:
V3 (March 2024) logoV3 (March 2024)
R1 logoR1
Prover V2 logoProver V2
V3.1 logoV3.1

A 671B parameter model, speculated to be geared towards logic and mathematics. Likely an upgrade from DeepSeek-Prover-V1.5. Released on Hugging Face without an announcement or description.

ReasoningAnalysisConversationCode Generation
WebsiteOpenRouterHuggingFaceGitHubPaper
Feature this model
Provider
Deepseek
Release Date
2025-04-30
Size
XLARGE
Parameters
671B
Pricing
In: $0.00/1M
Out: $0.00/1M

Benchmarks

MiniF2F-test
88.9%
source ↗

API Access

Use DeepSeek Prover V2 in your applications via the OpenRouter API. Copy the code below to get started.

import requests

response = requests.post(
"https://openrouter.ai/api/v1/chat/completions"    ,
    headers={
"Authorization""Bearer $OPENROUTER_API_KEY"        : ,
"Content-Type""application/json"        : 
    },
    json={
"model""deepseek/deepseek-prover-v2:free"        : ,
"messages""role""user""content""Hello!"        : [{: , : }]
    }
)
print(response.json())

Replace $OPENROUTER_API_KEY with your API key from openrouter.ai/keys

Personality Analysis

The Theorem Prover

Class
Lawful Neutral
✨Creativity🎯Compliance📐Rigidity⚖️Stability💬Verbosity🧠Intuition

The math tutor who wandered into an open mic night. Structures comedy with section headers like it is submitting a proof. Would label its punchlines if the format allowed it.

When you push back

A math-focused model forced into creative territory. Its standup routine uses bold section headers like "Dating Profile," "First Dates," "Closing" as if comedy requires a table of contents. The jokes are generic dating app observations. Follows the spec to the letter and adds nothing beyond it.

Tasting Notes
Proof by ExhaustionSection Headers in ComedyFormulaic but FunctionalFish Out of Water

Model Insights

Model Responses

6 outputs from DeepSeek Prover V2

deepseek-prover-v2 logo
DeepSeek Prover V2Interactive Catan Board
deepseek-prover-v2 logo
DeepSeek Prover V2
Interactive Catan Board
Try this prompt
deepseek-prover-v2 logo
DeepSeek Prover V2World Map SVG
deepseek-prover-v2 logo
DeepSeek Prover V2
World Map SVG
Try this prompt
deepseek-prover-v2 logo
DeepSeek Prover V2Generate a Stand-Up Routine
deepseek-prover-v2 logo
DeepSeek Prover V2

3-Minute Stand-Up Comedy Routine

Opening: Hey everyone! How's it going? You know, I've been thinking a lot about relationships lately. Not because I'm in one, but because I'm not. And that's the problem. I'm single, and I'm starting to think that my dating profile is the reason why.

Dating Profile: I mean, have you ever tried to write a dating profile? It's like trying to sell a used car that's been in three accidents and has a weird smell. "Runs great! Just needs a little love." And the photos? I have to choose between looking like a serial killer or a guy who's trying too hard. "Here's me hiking! I don't actually hike, but I thought it would make me look adventurous."

First Dates: First dates are the worst. You're trying to be charming, but you're also trying not to be a creep. It's a fine line. Like, "Hey, you look nice tonight." That's fine. But if you say, "Hey, you look nice tonight... in that dress... that you're wearing... that I can see you in," suddenly you're on a watchlist.

Texting: And then there's texting. Why is it so hard to text someone you like? You spend 20 minutes crafting the perfect message, and then they reply with "K." "K"? What does that even mean? Are you mad? Are you busy? Are you a robot? Because if you are, I'm into it. At least robots respond.

Social Media: Social media doesn't help either. You see all these couples posting about their perfect lives. "Look at us on this beach! We're so in love!" Meanwhile, I'm at home eating cereal for dinner and watching Netflix. But you know what? I'm happy for them. Really. I'm just over here living my best life, one episode at a time.

Family Pressure: And then there's the family pressure. My mom is always asking, "When are you going to settle down?" Mom, I'm trying. But it's hard out here. It's like the Hunger Games, but instead of fighting to the death, we're swiping left and right. And sometimes, it feels like death would be easier.

Self-Improvement: I've tried self-improvement. I read a book on how to be more confident. It said, "Fake it till you make it." So, I walked into a bar and pretended to be James Bond. I ordered a martini, shaken, not stirred. The bartender said, "We don't serve martinis here." I said, "Well, this is awkward." He said, "No, this is a coffee shop."

Conclusion: But you know what? I'm not giving up. I'm going to keep trying. Because one day, I'll find someone who loves me for who I am. Someone who appreciates my weird sense of humor and my love for cereal. And until then, I'll be here, swiping right on robots and hoping for the best. Thanks, everyone!

Closing: Thanks for listening, you've been a great audience! Remember, if you're single, it's not you, it's them. And if you're in a relationship, well, good for you. I guess. No, I'm kidding. Love is great. I'm just bitter. Have a good night!

Generate a Stand-Up Routine
Try this prompt
deepseek-prover-v2 logo
DeepSeek Prover V2Pokémon Battle UI Recreation
deepseek-prover-v2 logo
DeepSeek Prover V2
Pokémon Battle UI Recreation
Try this prompt
deepseek-prover-v2 logo
DeepSeek Prover V2Xbox Controller SVG Art
deepseek-prover-v2 logo
DeepSeek Prover V2
Xbox Controller SVG Art
Try this prompt
deepseek-prover-v2 logo
DeepSeek Prover V2Random Tailwind Webapp
deepseek-prover-v2 logo
DeepSeek Prover V2
Random Tailwind Webapp
Try this prompt

Is DeepSeek Prover V2 right for your task?

Find out

Free to start

Try DeepSeek Prover V2

DeepSeek Prover V2

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DeepSeek V3.1 model integrated via automation on 2025-08-21

ConversationReasoningCode Generation+4 more
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DeepSeek R1 is a reasoning model developed entirely via reinforcement learning, offering cost efficiency at $0.14/million tokens vs. OpenAI o1's $15, with strong code generation and analysis capabilities.

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DeepSeek V3 (March 2024)

DeepSeek V3 (March 2024) shows significant improvements in reasoning capabilities with enhanced MMLU-Pro (81.2%), GPQA (68.4%), AIME (59.4%), and LiveCodeBench (49.2%) scores. Features improved front-end web development, Chinese writing proficiency, and function calling accuracy.

ConversationReasoningWeb Design+2 more
DeepSeek V3.2 Speciale logo

DeepSeek V3.2 Speciale

DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning to push capability beyond the base model. Reported evaluations place Speciale ahead of GPT-5 on difficult reasoning workloads, with proficiency comparable to Gemini-3.0-Pro, while retaining strong coding and tool-use reliability. Like V3.2, it benefits from a large-scale agentic task synthesis pipeline that improves compliance and generalization in interactive environments.

ConversationReasoningCode Generation+2 more
DeepSeek V3.2 logo

DeepSeek V3.2

DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism that reduces training and inference cost while preserving quality in long-context scenarios. A scalable reinforcement learning post-training framework further improves reasoning, with reported performance in the GPT-5 class, and the model has demonstrated gold-medal results on the 2025 IMO and IOI. V3.2 also uses a large-scale agentic task synthesis pipeline to better integrate reasoning into tool-use settings, boosting compliance and generalization in interactive environments.

ConversationReasoningCode Generation+2 more
DeepSeek V3.2 Exp logo

DeepSeek V3.2 Exp

DeepSeek-V3.2-Exp introduces DeepSeek Sparse Attention (DSA) for efficient long-context. Reasoning toggle supported via boolean flag.

ConversationReasoningCode Generation+1 more

Keep exploring

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RANKINGS

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UI Replication
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